more ac-3

main
Matthew Butterick 6 years ago
parent 04b736ea08
commit ae8c3e4937

@ -1,10 +1,11 @@
#lang debug racket
(require racket/generator)
(require racket/generator sugar/debug)
(provide (all-defined-out))
(struct $csp ([vars #:mutable]
[constraints #:mutable]) #:transparent)
(define (make-csp) ($csp null null))
(define debug (make-parameter #false))
(struct $var (name vals) #:transparent)
(define $var-name? symbol?)
@ -26,7 +27,7 @@
(symbol? $csp? $var-name? . -> . void?)
(define names (map $var-name ($csp-vars csp)))
(unless (memq name names)
(raise-argument-error caller (format "csp variable name: ~v" names) name)))
(raise-argument-error caller (format "one of these existing csp var names: ~v" names) name)))
(define (nary-constraint? constraint n)
(= n (length ($constraint-names constraint))))
@ -56,21 +57,23 @@
(($csp? $var-name?) ((or/c (listof any/c) procedure?)) . ->* . void?)
(add-vars! csp (list name) vals-or-procedure))
(define/contract (add-constraints! csp proc namess)
($csp? procedure? (listof (listof $var-name?)) . -> . void?)
(define/contract (add-constraints! csp proc namess [proc-name #false])
(($csp? procedure? (listof (listof $var-name?))) ((or/c #false $var-name?)) . ->* . void?)
(set-$csp-constraints! csp (append ($csp-constraints csp)
(for/list ([names (in-list namess)])
(for ([name (in-list names)])
(check-name-in-csp! 'add-constraint! csp name))
($constraint names proc)))))
($constraint names (if proc-name
(procedure-rename proc proc-name)
proc))))))
(define/contract (add-pairwise-constraint! csp proc var-names)
($csp? procedure? (listof $var-name?) . -> . void?)
(add-constraints! csp proc (combinations var-names 2)))
(define/contract (add-pairwise-constraint! csp proc var-names [proc-name #false])
(($csp? procedure? (listof $var-name?)) ($var-name?) . ->* . void?)
(add-constraints! csp proc (combinations var-names 2) proc-name))
(define/contract (add-constraint! csp proc var-names)
($csp? procedure? (listof $var-name?) . -> . void?)
(add-constraints! csp proc (list var-names)))
(define/contract (add-constraint! csp proc var-names [proc-name #false])
(($csp? procedure? (listof $var-name?)) ($var-name?) . ->* . void?)
(add-constraints! csp proc (list var-names) proc-name))
(define/contract (no-solutions? csp)
($csp? . -> . boolean?)
@ -146,21 +149,25 @@
(for/and ([name (in-list ($constraint-names constraint))])
(memq name (map $var-name (assigned-vars csp)))))
(define/contract (remove-extraneous-constraints csp)
($csp? . -> . $csp?)
(define/contract (remove-assigned-constraints csp [arity #false])
(($csp?) (exact-nonnegative-integer?) . ->* . $csp?)
($csp
($csp-vars csp)
(for/list ([constraint (in-list ($csp-constraints csp))]
#:unless (constraint-assigned? csp constraint))
#:unless (and (if arity (= (length ($constraint-names constraint)) arity) #true)
(constraint-assigned? csp constraint)))
constraint)))
(define (remove-assigned-binary-constraints csp)
(remove-assigned-constraints csp 2))
(define/contract (ac-3 csp)
($csp? . -> . $csp?)
;; as described by AIMA @ 265
(define all-arcs (binary-constraints->arcs (filter binary-constraint? ($csp-constraints csp))))
(for/fold ([csp csp]
[arcs all-arcs]
#:result (remove-extraneous-constraints csp))
#:result (remove-assigned-binary-constraints csp))
([i (in-naturals)]
#:break (empty? arcs))
(match-define (cons arc other-arcs) arcs)
@ -182,9 +189,9 @@
($var? . -> . boolean?)
(= 1 (length ($var-vals var))))
(define/contract (assignment-complete? csp)
(define/contract (solution-complete? csp)
($csp? . -> . boolean?)
(andmap var-assigned? ($csp-vars csp)))
(and (andmap var-assigned? ($csp-vars csp)) (empty? ($csp-constraints csp))))
(define (assigned-helper csp) (partition var-assigned? ($csp-vars csp)))
@ -215,27 +222,31 @@
($constraint? $var-name? . -> . boolean?)
(and (memq name ($constraint-names constraint)) #true))
(define/contract (test-assignments csp)
($csp? . -> . $csp?)
(define assigned-names (map $var-name (assigned-vars csp)))
(for/fold ([csp csp])
([constraint (in-list ($csp-constraints csp))]
#:when (constraint-assigned? csp constraint))
(unless (constraint csp) (raise (inconsistency-error)))
(remove-assigned-constraints csp)))
(define/contract (assign-val csp name val)
($csp? $var-name? any/c . -> . $csp?)
(define csp-with-assignment (apply-unary-constraint csp ($constraint (list name) (delay (list val)))))
(for/fold ([csp csp-with-assignment])
([constraint (in-list ($csp-constraints csp))]
#:when (and (constraint-contains-name? constraint name)
(constraint-assigned? csp constraint)))
(unless (constraint csp) (raise (inconsistency-error)))
(remove-extraneous-constraints csp)))
(test-assignments csp-with-assignment))
;; todo: inferences between assignments
(define/contract (infer csp)
($csp? . -> . $csp?)
(values csp))
(test-assignments (make-arcs-consistent csp)))
(define/contract (backtracking-solver csp)
($csp? . -> . generator?)
(generator ()
(let backtrack ([csp (make-arcs-consistent (make-nodes-consistent csp))])
(cond
[(assignment-complete? csp) (yield csp)]
[(solution-complete? csp) (yield csp)]
[else ;; we have at least 1 unassigned var
(match-define ($var name vals) (select-unassigned-var csp))
(for ([val (in-list (order-domain-values vals))])
@ -264,4 +275,3 @@
(define/contract (alldiff= x y)
(any/c any/c . -> . boolean?)
(not (= x y)))

@ -87,10 +87,10 @@ A collection of 33 coins, consisting of nickels, dimes, and quarters, has a valu
|#
(define nickels (make-csp))
(add-vars! nickels '(n d q) (range 33))
(add-constraint! nickels (λ (n d q) (= 33 (+ n d q))) '(n d q))
(add-constraint! nickels (λ (n d q) (= 330 (+ (* n 5) (* d 10) (* q 25)))) '(n d q))
(add-constraint! nickels (λ (n q) (= (* 3 q) n)) '(n q))
(add-constraint! nickels (λ (d n) (= (* 2 d) n)) '(d n))
(add-constraint! nickels (λ (n d q) (= 33 (+ n d q))) '(n d q) 'count-33)
(add-constraint! nickels (λ (n d q) (= 330 (+ (* n 5) (* d 10) (* q 25)))) '(n d q) 'total-3.30)
(add-constraint! nickels (λ (n q) (= (* 3 q) n)) '(n q) 'triple-nickel)
(add-constraint! nickels (λ (d n) (= (* 2 d) n)) '(d n) 'double-nickel)
(check-equal? (time (solve nickels))
($csp (list ($var 'n '(18)) ($var 'd '(9)) ($var 'q '(6))) '()))
@ -131,13 +131,13 @@ A collection of 33 coins, consisting of nickels, dimes, and quarters, has a valu
|#
(define smm (make-csp))
(add-vars! smm '(s e n d m o r y) (range 10))
(add-vars! smm '(s e n d m o r y) (λ () (shuffle (range 10))))
(add-constraint! smm positive? '(s))
(add-constraint! smm positive? '(m))
(add-constraint! smm (λ (s e n d m o r y)
(= (+ (word-value s e n d) (word-value m o r e))
(word-value m o n e y))) '(s e n d m o r y))
(add-constraint! smm alldiff= '(s e n d m o r y))
(add-pairwise-constraint! smm alldiff= '(s e n d m o r y))
;; todo: too slow
;(solve smm)
@ -158,5 +158,5 @@ A collection of 33 coins, consisting of nickels, dimes, and quarters, has a valu
(not (= qa-row qb-row)))) ; same row?
(list qa qb)))
(check-equal? 92 (length (solve* queens-problem)))
(check-equal? 92 (length (time (solve* queens-problem))))

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